An efficient ECG arrhythmia classification method based on Manta ray foraging optimization

An efficient Henry Gas Solubility Optimization for Feature Selection

(2020) Nabil Neggaz et al.   EXPERT SYSTEMS WITH APPLICATIONS

An Efficient Optimized Feature Selection with Machine Learning Approach for ECG Biometric Recognition

(2020) Kiran Kumar Patro et al.   IETE JOURNAL OF RESEARCH

Fuzzy support vector machine-based personalizing method to address the inter-subject variance problem of physiological signals in a driver monitoring system

(2020) Minho Choi et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Non-Standardized Patch-Based ECG Lead Together With Deep Learning Based Algorithm for Automatic Screening of Atrial Fibrillation

(2020) Dakun Lai et al.   IEEE Journal of Biomedical and Health Informatics

Archimedes optimization algorithm: a new metaheuristic algorithm for solving optimization problems

(2020) Fatma A. Hashim et al.   APPLIED INTELLIGENCE

Lévy flight distribution: A new metaheuristic algorithm for solving engineering optimization problems

(2020) Essam H. Houssein et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Parameter investigation of support vector machine classifier with kernel functions

(2019) Alaa Tharwat   KNOWLEDGE AND INFORMATION SYSTEMS

Estimation of echocardiogram parameters with the aid of impedance cardiography and artificial neural networks

(2019) Sudipta Ghosh et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Classification of myocardial infarction with multi-lead ECG signals and deep CNN

(2019) Ulas Baran Baloglu et al.   PATTERN RECOGNITION LETTERS

Harris hawks optimization: Algorithm and applications

(2019) Ali Asghar Heidari et al.   Future Generation Computer Systems-The International Journal of eScience

Manta ray foraging optimization: An effective bio-inspired optimizer for engineering applications

(2019) Weiguo Zhao et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Henry gas solubility optimization: A novel physics-based algorithm

(2019) Fatma A. Hashim et al.   Future Generation Computer Systems-The International Journal of eScience

Heartbeat classification using deep residual convolutional neural network from 2-lead electrocardiogram

(2019) Zhi Li et al.   JOURNAL OF ELECTROCARDIOLOGY

A novel ECG signal classification method using DEA-ELM

(2019) Aykut Diker et al.   MEDICAL HYPOTHESES

Feature fusion for imbalanced ECG data analysis

(2018) Wei Lu et al.   Biomedical Signal Processing and Control

A novel wavelet sequence based on deep bidirectional LSTM network model for ECG signal classification

(2018) Özal Yildirim   COMPUTERS IN BIOLOGY AND MEDICINE

Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats

(2018) Shu Lih Oh et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A deep learning approach for ECG-based heartbeat classification for arrhythmia detection

(2018) G. Sannino et al.   Future Generation Computer Systems-The International Journal of eScience

Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network

(2018) U. Rajendra Acharya et al.   Future Generation Computer Systems-The International Journal of eScience

A Global and Updatable ECG Beat Classification System Based on Recurrent Neural Networks and Active Learning

(2018) Guijin Wang et al.   INFORMATION SCIENCES

Extracting cardiac dynamics within ECG signal for human identification and cardiovascular diseases classification

(2018) Muqing Deng et al.   NEURAL NETWORKS

Deep-ECG: Convolutional Neural Networks for ECG biometric recognition

(2018) Ruggero Donida Labati et al.   PATTERN RECOGNITION LETTERS

Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers

(2018) V. Mondéjar-Guerra et al.   Biomedical Signal Processing and Control

ECG Signal Classification Using Various Machine Learning Techniques

(2018) S Celin et al.   JOURNAL OF MEDICAL SYSTEMS

Multiresolution wavelet transform based feature extraction and ECG classification to detect cardiac abnormalities

(2017) Santanu Sahoo et al.   MEASUREMENT

Genetic algorithm for the optimization of features and neural networks in ECG signals classification

(2017) Hongqiang Li et al.   Scientific Reports

The Whale Optimization Algorithm

(2016) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Arrhythmia recognition and classification using combined linear and nonlinear features of ECG signals

(2016) Fatin A. Elhaj et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

ECG Classification Using Wavelet Packet Entropy and Random Forests

(2016) Taiyong Li et al.   Entropy

Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks

(2016) Serkan Kiranyaz et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Arrhythmia Classification Based on Multi-Domain Feature Extraction for an ECG Recognition System

(2016) Hongqiang Li et al.   SENSORS

The Ant Lion Optimizer

(2015) Seyedali Mirjalili   ADVANCES IN ENGINEERING SOFTWARE

A New ECG Signal Classification Based on WPD and ApEn Feature Extraction

(2015) Hongqiang Li et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems

(2015) Seyedali Mirjalili   NEURAL COMPUTING & APPLICATIONS

Heterogeneous comprehensive learning particle swarm optimization with enhanced exploration and exploitation

(2015) Nandar Lynn et al.   Swarm and Evolutionary Computation

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Heart diseases prediction based on ECG signals’ classification using a genetic-fuzzy system and dynamical model of ECG signals

(2014) M.H. Vafaie et al.   Biomedical Signal Processing and Control

Cardiac decision making using higher order spectra

(2012) Roshan Joy Martis et al.   Biomedical Signal Processing and Control

Application of principal component analysis to ECG signals for automated diagnosis of cardiac health

(2012) Roshan Joy Martis et al.   EXPERT SYSTEMS WITH APPLICATIONS

Detection of electrocardiogram characteristic points using lifting wavelet transform and Hilbert transform

(2012) Hongqiang Li et al.   TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL

A wavelet optimization approach for ECG signal classification

(2011) Abdelhamid Daamouche et al.   Biomedical Signal Processing and Control

Optimization of ECG Classification by Means of Feature Selection

(2011) T. Mar et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Artificial bee colony algorithm for large-scale problems and engineering design optimization

(2010) Bahriye Akay et al.   JOURNAL OF INTELLIGENT MANUFACTURING

A Generic and Robust System for Automated Patient-Specific Classification of ECG Signals

(2009) T. Ince et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING